Task 3700890
| Name | ParityMachine-1605454801-13021-14_0 |
| Workunit | 1891455 |
| Created | 16 Jan 2021, 7:11:10 UTC |
| Sent | 16 Jan 2021, 7:22:02 UTC |
| Report deadline | 23 Jan 2021, 7:22:02 UTC |
| Received | 16 Jan 2021, 23:29:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 28 min 22 sec |
| CPU time | 27 min 39 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 514 | loss: 0.0311776 | val_loss: 0.0311861 | Time: 1616.93 ms [2021-01-16 16:50:02 main:574] : INFO : Epoch 515 | loss: 0.0311787 | val_loss: 0.0311881 | Time: 1628.07 ms [2021-01-16 16:50:04 main:574] : INFO : Epoch 516 | loss: 0.0311811 | val_loss: 0.0311866 | Time: 1633.94 ms [2021-01-16 16:50:06 main:574] : INFO : Epoch 517 | loss: 0.0311843 | val_loss: 0.0311897 | Time: 1637.67 ms [2021-01-16 16:50:07 main:574] : INFO : Epoch 518 | loss: 0.0311842 | val_loss: 0.0311905 | Time: 1619.08 ms [2021-01-16 16:50:09 main:574] : INFO : Epoch 519 | loss: 0.0311822 | val_loss: 0.0311868 | Time: 1632.75 ms [2021-01-16 16:50:11 main:574] : INFO : Epoch 520 | loss: 0.0311834 | val_loss: 0.0311885 | Time: 1628.93 ms [2021-01-16 16:50:12 main:574] : INFO : Epoch 521 | loss: 0.0311826 | val_loss: 0.0311886 | Time: 1623.73 ms [2021-01-16 16:50:14 main:574] : INFO : Epoch 522 | loss: 0.0311827 | val_loss: 0.0311886 | Time: 1628.43 ms [2021-01-16 16:50:16 main:574] : INFO : Epoch 523 | loss: 0.0311829 | val_loss: 0.0311891 | Time: 1630.92 ms [2021-01-16 16:50:17 main:574] : INFO : Epoch 524 | loss: 0.0311821 | val_loss: 0.0311882 | Time: 1623.07 ms [2021-01-16 16:50:19 main:574] : INFO : Epoch 525 | loss: 0.0311815 | val_loss: 0.0311877 | Time: 1627.12 ms [2021-01-16 16:50:20 main:574] : INFO : Epoch 526 | loss: 0.0311811 | val_loss: 0.031187 | Time: 1656.78 ms [2021-01-16 16:50:22 main:574] : INFO : Epoch 527 | loss: 0.0311816 | val_loss: 0.0311871 | Time: 1610.33 ms [2021-01-16 16:50:24 main:574] : INFO : Epoch 528 | loss: 0.0311824 | val_loss: 0.0311931 | Time: 1644.48 ms [2021-01-16 16:50:25 main:574] : INFO : Epoch 529 | loss: 0.0311878 | val_loss: 0.031194 | Time: 1627.18 ms [2021-01-16 16:50:27 main:574] : INFO : Epoch 530 | loss: 0.0311868 | val_loss: 0.0311918 | Time: 1632.67 ms [2021-01-16 16:50:29 main:574] : INFO : Epoch 531 | loss: 0.0311864 | val_loss: 0.0311901 | Time: 1631.76 ms [2021-01-16 16:50:30 main:574] : INFO : Epoch 532 | loss: 0.0311864 | val_loss: 0.0311908 | Time: 1625.65 ms [2021-01-16 16:50:32 main:574] : INFO : Epoch 533 | loss: 0.0311857 | val_loss: 0.031191 | Time: 1636.82 ms [2021-01-16 16:50:34 main:574] : INFO : Epoch 534 | loss: 0.0311873 | val_loss: 0.0311933 | Time: 1628.17 ms [2021-01-16 16:50:35 main:574] : INFO : Epoch 535 | loss: 0.0311888 | val_loss: 0.0311904 | Time: 1626.78 ms [2021-01-16 16:50:37 main:574] : INFO : Epoch 536 | loss: 0.0311858 | val_loss: 0.0311907 | Time: 1628.39 ms [2021-01-16 16:50:38 main:574] : INFO : Epoch 537 | loss: 0.0311862 | val_loss: 0.0311916 | Time: 1579.15 ms [2021-01-16 16:50:40 main:574] : INFO : Epoch 538 | loss: 0.0311853 | val_loss: 0.0311894 | Time: 1699.51 ms [2021-01-16 16:50:42 main:574] : INFO : Epoch 539 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 1877.02 ms [2021-01-16 16:50:44 main:574] : INFO : Epoch 540 | loss: 0.0311848 | val_loss: 0.0311888 | Time: 1778.54 ms [2021-01-16 16:50:46 main:574] : INFO : Epoch 541 | loss: 0.0311863 | val_loss: 0.0311921 | Time: 1740.52 ms [2021-01-16 16:50:47 main:574] : INFO : Epoch 542 | loss: 0.031189 | val_loss: 0.0311908 | Time: 1759.39 ms [2021-01-16 16:50:49 main:574] : INFO : Epoch 543 | loss: 0.0311907 | val_loss: 0.0311927 | Time: 1775.68 ms [2021-01-16 16:50:51 main:574] : INFO : Epoch 544 | loss: 0.031191 | val_loss: 0.0311919 | Time: 1630.35 ms [2021-01-16 16:50:52 main:574] : INFO : Epoch 545 | loss: 0.0311883 | val_loss: 0.0311923 | Time: 1645.94 ms [2021-01-16 16:50:54 main:574] : INFO : Epoch 546 | loss: 0.0311895 | val_loss: 0.0311915 | Time: 1638.09 ms [2021-01-16 16:50:56 main:574] : INFO : Epoch 547 | loss: 0.0311887 | val_loss: 0.0311902 | Time: 1640.6 ms [2021-01-16 16:50:57 main:574] : INFO : Epoch 548 | loss: 0.0311873 | val_loss: 0.0311908 | Time: 1693.16 ms [2021-01-16 16:50:59 main:574] : INFO : Epoch 549 | loss: 0.0311881 | val_loss: 0.0311907 | Time: 1729.64 ms [2021-01-16 16:51:01 main:574] : INFO : Epoch 550 | loss: 0.0311872 | val_loss: 0.0311903 | Time: 1648.94 ms [2021-01-16 16:51:02 main:574] : INFO : Epoch 551 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 1651.09 ms [2021-01-16 16:51:04 main:574] : INFO : Epoch 552 | loss: 0.0311866 | val_loss: 0.03119 | Time: 1646.63 ms [2021-01-16 16:51:06 main:574] : INFO : Epoch 553 | loss: 0.0311902 | val_loss: 0.0311995 | Time: 1640.96 ms [2021-01-16 16:51:07 main:574] : INFO : Epoch 554 | loss: 0.0311959 | val_loss: 0.0311946 | Time: 1674.52 ms [2021-01-16 16:51:09 main:574] : INFO : Epoch 555 | loss: 0.0311953 | val_loss: 0.031196 | Time: 1697.99 ms [2021-01-16 16:51:11 main:574] : INFO : Epoch 556 | loss: 0.031193 | val_loss: 0.031194 | Time: 1663.13 ms [2021-01-16 16:51:13 main:574] : INFO : Epoch 557 | loss: 0.0311919 | val_loss: 0.0311909 | Time: 1664.86 ms [2021-01-16 16:51:14 main:574] : INFO : Epoch 558 | loss: 0.0311908 | val_loss: 0.0311904 | Time: 1727.98 ms [2021-01-16 16:51:16 main:574] : INFO : Epoch 559 | loss: 0.0311894 | val_loss: 0.0311902 | Time: 1822.73 ms [2021-01-16 16:51:18 main:574] : INFO : Epoch 560 | loss: 0.0311888 | val_loss: 0.0311891 | Time: 1674.07 ms [2021-01-16 16:51:19 main:574] : INFO : Epoch 561 | loss: 0.0311892 | val_loss: 0.0311922 | Time: 1675.89 ms [2021-01-16 16:51:21 main:574] : INFO : Epoch 562 | loss: 0.0311915 | val_loss: 0.0311944 | Time: 1673.03 ms [2021-01-16 16:51:23 main:574] : INFO : Epoch 563 | loss: 0.0311909 | val_loss: 0.0311934 | Time: 1669.26 ms [2021-01-16 16:51:25 main:574] : INFO : Epoch 564 | loss: 0.0311894 | val_loss: 0.0311932 | Time: 1662.05 ms [2021-01-16 16:51:26 main:574] : INFO : Epoch 565 | loss: 0.0311891 | val_loss: 0.0311943 | Time: 1649.53 ms [2021-01-16 16:51:28 main:574] : INFO : Epoch 566 | loss: 0.0311896 | val_loss: 0.0311942 | Time: 1643.13 ms [2021-01-16 16:51:29 main:574] : INFO : Epoch 567 | loss: 0.0311894 | val_loss: 0.0311938 | Time: 1628.55 ms [2021-01-16 16:51:31 main:574] : INFO : Epoch 568 | loss: 0.031189 | val_loss: 0.0311931 | Time: 1629.04 ms [2021-01-16 16:51:33 main:574] : INFO : Epoch 569 | loss: 0.0311888 | val_loss: 0.0311934 | Time: 1645.64 ms [2021-01-16 16:51:34 main:574] : INFO : Epoch 570 | loss: 0.0311883 | val_loss: 0.0311939 | Time: 1669.83 ms [2021-01-16 16:51:36 main:574] : INFO : Epoch 571 | loss: 0.0311883 | val_loss: 0.0311957 | Time: 1673.09 ms [2021-01-16 16:51:38 main:574] : INFO : Epoch 572 | loss: 0.0311884 | val_loss: 0.0311936 | Time: 1646.06 ms [2021-01-16 16:51:39 main:574] : INFO : Epoch 573 | loss: 0.0311879 | val_loss: 0.0311937 | Time: 1644.43 ms [2021-01-16 16:51:41 main:574] : INFO : Epoch 574 | loss: 0.0311884 | val_loss: 0.0311936 | Time: 1702.77 ms [2021-01-16 16:51:43 main:574] : INFO : Epoch 575 | loss: 0.031189 | val_loss: 0.0311965 | Time: 1679.04 ms [2021-01-16 16:51:45 main:574] : INFO : Epoch 576 | loss: 0.0311886 | val_loss: 0.0311937 | Time: 1679.33 ms [2021-01-16 16:51:46 main:574] : INFO : Epoch 577 | loss: 0.0311899 | val_loss: 0.0311937 | Time: 1652.99 ms [2021-01-16 16:51:48 main:574] : INFO : Epoch 578 | loss: 0.031188 | val_loss: 0.0311923 | Time: 1637.06 ms [2021-01-16 16:51:49 main:574] : INFO : Epoch 579 | loss: 0.0311868 | val_loss: 0.0311964 | Time: 1644.11 ms [2021-01-16 16:51:51 main:574] : INFO : Epoch 580 | loss: 0.0311879 | val_loss: 0.0311952 | Time: 1658.07 ms [2021-01-16 16:51:53 main:574] : INFO : Epoch 581 | loss: 0.0311895 | val_loss: 0.0311936 | Time: 1655.24 ms [2021-01-16 16:51:54 main:574] : INFO : Epoch 582 | loss: 0.0311908 | val_loss: 0.0311972 | Time: 1656.19 ms [2021-01-16 16:51:56 main:574] : INFO : Epoch 583 | loss: 0.0311896 | val_loss: 0.0311931 | Time: 1731.24 ms [2021-01-16 16:51:58 main:574] : INFO : Epoch 584 | loss: 0.0311878 | val_loss: 0.031193 | Time: 1738.23 ms [2021-01-16 16:52:00 main:574] : INFO : Epoch 585 | loss: 0.0311873 | val_loss: 0.0311948 | Time: 1646.45 ms [2021-01-16 16:52:01 main:574] : INFO : Epoch 586 | loss: 0.0311891 | val_loss: 0.0311925 | Time: 1630.27 ms [2021-01-16 16:52:03 main:574] : INFO : Epoch 587 | loss: 0.0311882 | val_loss: 0.0311925 | Time: 1661.64 ms [2021-01-16 16:52:05 main:574] : INFO : Epoch 588 | loss: 0.0311874 | val_loss: 0.0311918 | Time: 1650.96 ms [2021-01-16 16:52:06 main:574] : INFO : Epoch 589 | loss: 0.0311863 | val_loss: 0.0311922 | Time: 1676.97 ms [2021-01-16 16:52:08 main:574] : INFO : Epoch 590 | loss: 0.0311863 | val_loss: 0.0311921 | Time: 1672.56 ms [2021-01-16 16:52:10 main:574] : INFO : Epoch 591 | loss: 0.0311862 | val_loss: 0.0311945 | Time: 1719.16 ms [2021-01-16 16:52:11 main:574] : INFO : Epoch 592 | loss: 0.0311861 | val_loss: 0.031192 | Time: 1677.68 ms [2021-01-16 16:52:13 main:574] : INFO : Epoch 593 | loss: 0.0311855 | val_loss: 0.0311935 | Time: 1635.48 ms [2021-01-16 16:52:15 main:574] : INFO : Epoch 594 | loss: 0.031186 | val_loss: 0.0311925 | Time: 1696.29 ms [2021-01-16 16:52:17 main:574] : INFO : Epoch 595 | loss: 0.0311871 | val_loss: 0.0311918 | Time: 1763.11 ms [2021-01-16 16:52:18 main:574] : INFO : Epoch 596 | loss: 0.0311862 | val_loss: 0.0311909 | Time: 1639.36 ms [2021-01-16 16:52:20 main:574] : INFO : Epoch 597 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 1650.28 ms [2021-01-16 16:52:22 main:574] : INFO : Epoch 598 | loss: 0.0311855 | val_loss: 0.0311943 | Time: 1642.39 ms [2021-01-16 16:52:23 main:574] : INFO : Epoch 599 | loss: 0.0311845 | val_loss: 0.0311912 | Time: 1663.63 ms [2021-01-16 16:52:25 main:574] : INFO : Epoch 600 | loss: 0.0311841 | val_loss: 0.0311927 | Time: 1644.36 ms [2021-01-16 16:52:27 main:574] : INFO : Epoch 601 | loss: 0.0311864 | val_loss: 0.0311974 | Time: 1722.58 ms [2021-01-16 16:52:28 main:574] : INFO : Epoch 602 | loss: 0.0311869 | val_loss: 0.031193 | Time: 1646.38 ms [2021-01-16 16:52:30 main:574] : INFO : Epoch 603 | loss: 0.0311857 | val_loss: 0.0311919 | Time: 1649.75 ms [2021-01-16 16:52:32 main:574] : INFO : Epoch 604 | loss: 0.0311848 | val_loss: 0.0311917 | Time: 1651.5 ms [2021-01-16 16:52:33 main:574] : INFO : Epoch 605 | loss: 0.0311846 | val_loss: 0.0311914 | Time: 1658.96 ms [2021-01-16 16:52:35 main:574] : INFO : Epoch 606 | loss: 0.0311862 | val_loss: 0.0311921 | Time: 1649.76 ms [2021-01-16 16:52:37 main:574] : INFO : Epoch 607 | loss: 0.0311864 | val_loss: 0.0311919 | Time: 1659.5 ms [2021-01-16 16:52:38 main:574] : INFO : Epoch 608 | loss: 0.0311842 | val_loss: 0.0311914 | Time: 1657.17 ms [2021-01-16 16:52:40 main:574] : INFO : Epoch 609 | loss: 0.0311842 | val_loss: 0.0311926 | Time: 1649.59 ms [2021-01-16 16:52:42 main:574] : INFO : Epoch 610 | loss: 0.0311839 | val_loss: 0.0311933 | Time: 1660.21 ms [2021-01-16 16:52:43 main:574] : INFO : Epoch 611 | loss: 0.0311868 | val_loss: 0.0311932 | Time: 1630.9 ms [2021-01-16 16:52:45 main:574] : INFO : Epoch 612 | loss: 0.0311843 | val_loss: 0.0311932 | Time: 1627.12 ms [2021-01-16 16:52:46 main:574] : INFO : Epoch 613 | loss: 0.0311883 | val_loss: 0.0312018 | Time: 1643.79 ms [2021-01-16 16:52:48 main:574] : INFO : Epoch 614 | loss: 0.0311902 | val_loss: 0.0311959 | Time: 1642.78 ms [2021-01-16 16:52:50 main:574] : INFO : Epoch 615 | loss: 0.0311877 | val_loss: 0.0311967 | Time: 1639.49 ms [2021-01-16 16:52:51 main:574] : INFO : Epoch 616 | loss: 0.0311879 | val_loss: 0.0311968 | Time: 1637.16 ms [2021-01-16 16:52:53 main:574] : INFO : Epoch 617 | loss: 0.0311871 | val_loss: 0.0311968 | Time: 1628.09 ms [2021-01-16 16:52:55 main:574] : INFO : Epoch 618 | loss: 0.0311872 | val_loss: 0.0311953 | Time: 1644.8 ms [2021-01-16 16:52:56 main:574] : INFO : Epoch 619 | loss: 0.0311868 | val_loss: 0.0311957 | Time: 1638.71 ms [2021-01-16 16:52:58 main:574] : INFO : Epoch 620 | loss: 0.0311861 | val_loss: 0.0311951 | Time: 1626 ms [2021-01-16 16:53:00 main:574] : INFO : Epoch 621 | loss: 0.0311861 | val_loss: 0.0311957 | Time: 1656.97 ms [2021-01-16 16:53:01 main:574] : INFO : Epoch 622 | loss: 0.031186 | val_loss: 0.0311958 | Time: 1628.13 ms [2021-01-16 16:53:03 main:574] : INFO : Epoch 623 | loss: 0.031186 | val_loss: 0.0311952 | Time: 1623.69 ms [2021-01-16 16:53:05 main:574] : INFO : Epoch 624 | loss: 0.0311859 | val_loss: 0.0311963 | Time: 1635.05 ms [2021-01-16 16:53:06 main:574] : INFO : Epoch 625 | loss: 0.0311872 | val_loss: 0.0311971 | Time: 1625.91 ms [2021-01-16 16:53:08 main:574] : INFO : Epoch 626 | loss: 0.0311859 | val_loss: 0.0311969 | Time: 1637.8 ms [2021-01-16 16:53:10 main:574] : INFO : Epoch 627 | loss: 0.0311866 | val_loss: 0.0311953 | Time: 1636.83 ms [2021-01-16 16:53:11 main:574] : INFO : Epoch 628 | loss: 0.0311868 | val_loss: 0.0311947 | Time: 1633.44 ms [2021-01-16 16:53:13 main:574] : INFO : Epoch 629 | loss: 0.0311857 | val_loss: 0.0311988 | Time: 1654.87 ms [2021-01-16 16:53:15 main:574] : INFO : Epoch 630 | loss: 0.0311928 | val_loss: 0.0311931 | Time: 1659.1 ms [2021-01-16 16:53:16 main:574] : INFO : Epoch 631 | loss: 0.0311933 | val_loss: 0.0311963 | Time: 1649.56 ms [2021-01-16 16:53:18 main:574] : INFO : Epoch 632 | loss: 0.0311929 | val_loss: 0.0311932 | Time: 1629.75 ms [2021-01-16 16:53:20 main:574] : INFO : Epoch 633 | loss: 0.0311917 | val_loss: 0.0311963 | Time: 1655.27 ms [2021-01-16 16:53:21 main:574] : INFO : Epoch 634 | loss: 0.0311908 | val_loss: 0.031198 | Time: 1621.84 ms [2021-01-16 16:53:23 main:574] : INFO : Epoch 635 | loss: 0.0311911 | val_loss: 0.0311929 | Time: 1632.03 ms [2021-01-16 16:53:25 main:574] : INFO : Epoch 636 | loss: 0.0311898 | val_loss: 0.0311933 | Time: 1632.6 ms [2021-01-16 16:53:26 main:574] : INFO : Epoch 637 | loss: 0.0311905 | val_loss: 0.031194 | Time: 1628.99 ms [2021-01-16 16:53:28 main:574] : INFO : Epoch 638 | loss: 0.0311902 | val_loss: 0.0311931 | Time: 1637.92 ms [2021-01-16 16:53:30 main:574] : INFO : Epoch 639 | loss: 0.0311888 | val_loss: 0.0311969 | Time: 1637.36 ms [2021-01-16 16:53:31 main:574] : INFO : Epoch 640 | loss: 0.0311889 | val_loss: 0.0311928 | Time: 1637.11 ms [2021-01-16 16:53:33 main:574] : INFO : Epoch 641 | loss: 0.031188 | val_loss: 0.0311951 | Time: 1632.77 ms [2021-01-16 16:53:35 main:574] : INFO : Epoch 642 | loss: 0.0311883 | val_loss: 0.0311977 | Time: 1639.53 ms [2021-01-16 16:53:36 main:574] : INFO : Epoch 643 | loss: 0.0311892 | val_loss: 0.0312005 | Time: 1647.13 ms [2021-01-16 16:53:38 main:574] : INFO : Epoch 644 | loss: 0.0311899 | val_loss: 0.0311973 | Time: 1640.6 ms [2021-01-16 16:53:40 main:574] : INFO : Epoch 645 | loss: 0.0311886 | val_loss: 0.0311921 | Time: 1634.58 ms [2021-01-16 16:53:41 main:574] : INFO : Epoch 646 | loss: 0.0311872 | val_loss: 0.0311922 | Time: 1638.15 ms [2021-01-16 16:53:43 main:574] : INFO : Epoch 647 | loss: 0.0311868 | val_loss: 0.0311924 | Time: 1657.62 ms [2021-01-16 16:53:45 main:574] : INFO : Epoch 648 | loss: 0.0311879 | val_loss: 0.0311931 | Time: 1644.27 ms [2021-01-16 16:53:46 main:574] : INFO : Epoch 649 | loss: 0.031188 | val_loss: 0.0311915 | Time: 1628.89 ms [2021-01-16 16:53:48 main:574] : INFO : Epoch 650 | loss: 0.0311898 | val_loss: 0.0311934 | Time: 1643.36 ms [2021-01-16 16:53:49 main:574] : INFO : Epoch 651 | loss: 0.0311907 | val_loss: 0.0311977 | Time: 1642.5 ms [2021-01-16 16:53:51 main:574] : INFO : Epoch 652 | loss: 0.0311886 | val_loss: 0.031197 | Time: 1639.55 ms [2021-01-16 16:53:53 main:574] : INFO : Epoch 653 | loss: 0.0311896 | val_loss: 0.0311951 | Time: 1643.38 ms [2021-01-16 16:53:54 main:574] : INFO : Epoch 654 | loss: 0.0311876 | val_loss: 0.0311938 | Time: 1642.09 ms [2021-01-16 16:53:56 main:574] : INFO : Epoch 655 | loss: 0.0311878 | val_loss: 0.0311938 | Time: 1647.86 ms [2021-01-16 16:53:58 main:574] : INFO : Epoch 656 | loss: 0.0311902 | val_loss: 0.0311948 | Time: 1649.01 ms [2021-01-16 16:53:59 main:574] : INFO : Epoch 657 | loss: 0.0311913 | val_loss: 0.0311937 | Time: 1645.08 ms [2021-01-16 16:54:01 main:574] : INFO : Epoch 658 | loss: 0.0311892 | val_loss: 0.0311953 | Time: 1629.96 ms [2021-01-16 16:54:03 main:574] : INFO : Epoch 659 | loss: 0.0311912 | val_loss: 0.0311926 | Time: 1647.79 ms [2021-01-16 16:54:04 main:574] : INFO : Epoch 660 | loss: 0.0311884 | val_loss: 0.0311937 | Time: 1637.11 ms [2021-01-16 16:54:06 main:574] : INFO : Epoch 661 | loss: 0.0311877 | val_loss: 0.031193 | Time: 1647.52 ms [2021-01-16 16:54:08 main:574] : INFO : Epoch 662 | loss: 0.0311889 | val_loss: 0.0311944 | Time: 1636.79 ms [2021-01-16 16:54:09 main:574] : INFO : Epoch 663 | loss: 0.0311884 | val_loss: 0.0311936 | Time: 1637.89 ms [2021-01-16 16:54:11 main:574] : INFO : Epoch 664 | loss: 0.0311882 | val_loss: 0.0311916 | Time: 1642.64 ms [2021-01-16 16:54:13 main:574] : INFO : Epoch 665 | loss: 0.0311873 | val_loss: 0.0311918 | Time: 1656.45 ms [2021-01-16 16:54:14 main:574] : INFO : Epoch 666 | loss: 0.0311882 | val_loss: 0.0311957 | Time: 1641.32 ms [2021-01-16 16:54:16 main:574] : INFO : Epoch 667 | loss: 0.0311933 | val_loss: 0.0312002 | Time: 1623.01 ms [2021-01-16 16:54:18 main:574] : INFO : Epoch 668 | loss: 0.0311922 | val_loss: 0.0311954 | Time: 1627.18 ms [2021-01-16 16:54:19 main:574] : INFO : Epoch 669 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 1637.09 ms [2021-01-16 16:54:21 main:574] : INFO : Epoch 670 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 1626.27 ms [2021-01-16 16:54:23 main:574] : INFO : Epoch 671 | loss: 0.0311891 | val_loss: 0.0311916 | Time: 1654.64 ms [2021-01-16 16:54:24 main:574] : INFO : Epoch 672 | loss: 0.0311889 | val_loss: 0.0311923 | Time: 1657.11 ms [2021-01-16 16:54:26 main:574] : INFO : Epoch 673 | loss: 0.0311887 | val_loss: 0.0311916 | Time: 1636.59 ms [2021-01-16 16:54:27 main:574] : INFO : Epoch 674 | loss: 0.0311859 | val_loss: 0.0311911 | Time: 1645.54 ms [2021-01-16 16:54:29 main:574] : INFO : Epoch 675 | loss: 0.0311856 | val_loss: 0.0311918 | Time: 1627.43 ms [2021-01-16 16:54:31 main:574] : INFO : Epoch 676 | loss: 0.0311857 | val_loss: 0.0312014 | Time: 1642.11 ms [2021-01-16 16:54:32 main:574] : INFO : Epoch 677 | loss: 0.0311894 | val_loss: 0.0311938 | Time: 1655.73 ms [2021-01-16 16:54:34 main:574] : INFO : Epoch 678 | loss: 0.0311903 | val_loss: 0.0311926 | Time: 1646.27 ms [2021-01-16 16:54:36 main:574] : INFO : Epoch 679 | loss: 0.0311902 | val_loss: 0.0311925 | Time: 1653.38 ms [2021-01-16 16:54:37 main:574] : INFO : Epoch 680 | loss: 0.0311876 | val_loss: 0.0311938 | Time: 1651.54 ms [2021-01-16 16:54:39 main:574] : INFO : Epoch 681 | loss: 0.0311872 | val_loss: 0.0311938 | Time: 1643.96 ms [2021-01-16 16:54:41 main:574] : INFO : Epoch 682 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 1628.15 ms [2021-01-16 16:54:42 main:574] : INFO : Epoch 683 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 1650.17 ms [2021-01-16 16:54:44 main:574] : INFO : Epoch 684 | loss: 0.0311865 | val_loss: 0.0311911 | Time: 1646.4 ms [2021-01-16 16:54:46 main:574] : INFO : Epoch 685 | loss: 0.0311852 | val_loss: 0.0311922 | Time: 1633.41 ms [2021-01-16 16:54:47 main:574] : INFO : Epoch 686 | loss: 0.0311856 | val_loss: 0.0311914 | Time: 1647.91 ms [2021-01-16 16:54:49 main:574] : INFO : Epoch 687 | loss: 0.0311869 | val_loss: 0.0311921 | Time: 1622.74 ms [2021-01-16 16:54:51 main:574] : INFO : Epoch 688 | loss: 0.0311855 | val_loss: 0.0311922 | Time: 1625.56 ms [2021-01-16 16:54:52 main:574] : INFO : Epoch 689 | loss: 0.0311849 | val_loss: 0.0311923 | Time: 1635.16 ms [2021-01-16 16:54:54 main:574] : INFO : Epoch 690 | loss: 0.031185 | val_loss: 0.0311924 | Time: 1627.73 ms [2021-01-16 16:54:56 main:574] : INFO : Epoch 691 | loss: 0.0311855 | val_loss: 0.0311937 | Time: 1635.35 ms [2021-01-16 16:54:57 main:574] : INFO : Epoch 692 | loss: 0.0311873 | val_loss: 0.0311925 | Time: 1650.2 ms [2021-01-16 16:54:59 main:574] : INFO : Epoch 693 | loss: 0.0311867 | val_loss: 0.0311924 | Time: 1639.97 ms [2021-01-16 16:55:00 main:574] : INFO : Epoch 694 | loss: 0.0311854 | val_loss: 0.0311933 | Time: 1650.68 ms [2021-01-16 16:55:02 main:574] : INFO : Epoch 695 | loss: 0.0311866 | val_loss: 0.0311903 | Time: 1679.15 ms [2021-01-16 16:55:04 main:574] : INFO : Epoch 696 | loss: 0.0311862 | val_loss: 0.0311918 | Time: 1641.97 ms [2021-01-16 16:55:05 main:574] : INFO : Epoch 697 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 1645.81 ms [2021-01-16 16:55:07 main:574] : INFO : Epoch 698 | loss: 0.031189 | val_loss: 0.0311943 | Time: 1647.7 ms [2021-01-16 16:55:09 main:574] : INFO : Epoch 699 | loss: 0.0311891 | val_loss: 0.0311919 | Time: 1619.32 ms [2021-01-16 16:55:10 main:574] : INFO : Epoch 700 | loss: 0.031189 | val_loss: 0.0311924 | Time: 1651.87 ms [2021-01-16 16:55:12 main:574] : INFO : Epoch 701 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 1657.47 ms [2021-01-16 16:55:14 main:574] : INFO : Epoch 702 | loss: 0.031189 | val_loss: 0.0311935 | Time: 1624.43 ms [2021-01-16 16:55:15 main:574] : INFO : Epoch 703 | loss: 0.0311883 | val_loss: 0.0311928 | Time: 1624.89 ms [2021-01-16 16:55:17 main:574] : INFO : Epoch 704 | loss: 0.0311882 | val_loss: 0.0311913 | Time: 1631.46 ms [2021-01-16 16:55:19 main:574] : INFO : Epoch 705 | loss: 0.0311868 | val_loss: 0.0311911 | Time: 1645.17 ms [2021-01-16 16:55:20 main:574] : INFO : Epoch 706 | loss: 0.0311878 | val_loss: 0.031192 | Time: 1646.27 ms [2021-01-16 16:55:22 main:574] : INFO : Epoch 707 | loss: 0.0311884 | val_loss: 0.0311908 | Time: 1643.36 ms [2021-01-16 16:55:24 main:574] : INFO : Epoch 708 | loss: 0.0311877 | val_loss: 0.0311923 | Time: 1650.03 ms [2021-01-16 16:55:25 main:574] : INFO : Epoch 709 | loss: 0.0311872 | val_loss: 0.0311956 | Time: 1645.26 ms [2021-01-16 16:55:27 main:574] : INFO : Epoch 710 | loss: 0.0311912 | val_loss: 0.031194 | Time: 1671.71 ms [2021-01-16 16:55:29 main:574] : INFO : Epoch 711 | loss: 0.0311901 | val_loss: 0.0311954 | Time: 1633.26 ms [2021-01-16 16:55:30 main:574] : INFO : Epoch 712 | loss: 0.0311899 | val_loss: 0.0311964 | Time: 1636.62 ms [2021-01-16 16:55:32 main:574] : INFO : Epoch 713 | loss: 0.0311905 | val_loss: 0.0311962 | Time: 1649.15 ms [2021-01-16 16:55:34 main:574] : INFO : Epoch 714 | loss: 0.0311916 | val_loss: 0.0311973 | Time: 1631.51 ms [2021-01-16 16:55:35 main:574] : INFO : Epoch 715 | loss: 0.0311888 | val_loss: 0.0311954 | Time: 1639.06 ms [2021-01-16 16:55:37 main:574] : INFO : Epoch 716 | loss: 0.0311885 | val_loss: 0.0311951 | Time: 1638.89 ms [2021-01-16 16:55:39 main:574] : INFO : Epoch 717 | loss: 0.0311886 | val_loss: 0.0311952 | Time: 1635.07 ms [2021-01-16 16:55:40 main:574] : INFO : Epoch 718 | loss: 0.0311872 | val_loss: 0.0311953 | Time: 1636.7 ms [2021-01-16 16:55:42 main:574] : INFO : Epoch 719 | loss: 0.0311868 | val_loss: 0.0311963 | Time: 1643.95 ms [2021-01-16 16:55:43 main:574] : INFO : Epoch 720 | loss: 0.031189 | val_loss: 0.0311999 | Time: 1639.88 ms [2021-01-16 16:55:45 main:574] : INFO : Epoch 721 | loss: 0.0311882 | val_loss: 0.0311979 | Time: 1621.9 ms [2021-01-16 16:55:47 main:574] : INFO : Epoch 722 | loss: 0.0311874 | val_loss: 0.031199 | Time: 1631.19 ms [2021-01-16 16:55:48 main:574] : INFO : Epoch 723 | loss: 0.0311878 | val_loss: 0.0311971 | Time: 1621.95 ms [2021-01-16 16:55:50 main:574] : INFO : Epoch 724 | loss: 0.0311874 | val_loss: 0.0311959 | Time: 1644.4 ms [2021-01-16 16:55:52 main:574] : INFO : Epoch 725 | loss: 0.0311897 | val_loss: 0.0311968 | Time: 1649.71 ms [2021-01-16 16:55:53 main:574] : INFO : Epoch 726 | loss: 0.0311874 | val_loss: 0.0311968 | Time: 1640.82 ms [2021-01-16 16:55:55 main:574] : INFO : Epoch 727 | loss: 0.0311866 | val_loss: 0.0311987 | Time: 1639.91 ms [2021-01-16 16:55:57 main:574] : INFO : Epoch 728 | loss: 0.0311869 | val_loss: 0.0311965 | Time: 1641.25 ms [2021-01-16 16:55:58 main:574] : INFO : Epoch 729 | loss: 0.0311873 | val_loss: 0.0311963 | Time: 1632.56 ms [2021-01-16 16:56:00 main:574] : INFO : Epoch 730 | loss: 0.0311873 | val_loss: 0.0311941 | Time: 1641.9 ms [2021-01-16 16:56:02 main:574] : INFO : Epoch 731 | loss: 0.0311859 | val_loss: 0.0311954 | Time: 1644.41 ms [2021-01-16 16:56:03 main:574] : INFO : Epoch 732 | loss: 0.0311858 | val_loss: 0.0311946 | Time: 1638.56 ms [2021-01-16 16:56:05 main:574] : INFO : Epoch 733 | loss: 0.0311884 | val_loss: 0.0311946 | Time: 1644.7 ms [2021-01-16 16:56:07 main:574] : INFO : Epoch 734 | loss: 0.0311922 | val_loss: 0.031194 | Time: 1639.41 ms [2021-01-16 16:56:08 main:574] : INFO : Epoch 735 | loss: 0.0311896 | val_loss: 0.0311988 | Time: 1639.85 ms [2021-01-16 16:56:10 main:574] : INFO : Epoch 736 | loss: 0.0311862 | val_loss: 0.0311948 | Time: 1632.18 ms [2021-01-16 16:56:11 main:574] : INFO : Epoch 737 | loss: 0.0311856 | val_loss: 0.0311942 | Time: 1635.92 ms [2021-01-16 16:56:13 main:574] : INFO : Epoch 738 | loss: 0.0311848 | val_loss: 0.0311942 | Time: 1634.32 ms [2021-01-16 16:56:15 main:574] : INFO : Epoch 739 | loss: 0.0311856 | val_loss: 0.031194 | Time: 1650.85 ms [2021-01-16 16:56:16 main:574] : INFO : Epoch 740 | loss: 0.0311862 | val_loss: 0.0311946 | Time: 1644.11 ms [2021-01-16 16:56:18 main:574] : INFO : Epoch 741 | loss: 0.0311855 | val_loss: 0.031194 | Time: 1635.61 ms [2021-01-16 16:56:20 main:574] : INFO : Epoch 742 | loss: 0.0311837 | val_loss: 0.0311946 | Time: 1624.72 ms [2021-01-16 16:56:21 main:574] : INFO : Epoch 743 | loss: 0.0311841 | val_loss: 0.0311942 | Time: 1637.26 ms [2021-01-16 16:56:23 main:574] : INFO : Epoch 744 | loss: 0.0311838 | val_loss: 0.0311943 | Time: 1645.57 ms [2021-01-16 16:56:25 main:574] : INFO : Epoch 745 | loss: 0.0311838 | val_loss: 0.0311985 | Time: 1640.65 ms [2021-01-16 16:56:26 main:574] : INFO : Epoch 746 | loss: 0.0311836 | val_loss: 0.0311952 | Time: 1626.97 ms [2021-01-16 16:56:28 main:574] : INFO : Epoch 747 | loss: 0.0311853 | val_loss: 0.0311976 | Time: 1630.84 ms [2021-01-16 16:56:30 main:574] : INFO : Epoch 748 | loss: 0.0311846 | val_loss: 0.031197 | Time: 1633.77 ms [2021-01-16 16:56:31 main:574] : INFO : Epoch 749 | loss: 0.0311857 | val_loss: 0.0311976 | Time: 1641.05 ms [2021-01-16 16:56:33 main:574] : INFO : Epoch 750 | loss: 0.031186 | val_loss: 0.0311946 | Time: 1627.19 ms [2021-01-16 16:56:35 main:574] : INFO : Epoch 751 | loss: 0.031185 | val_loss: 0.031196 | Time: 1638.01 ms [2021-01-16 16:56:36 main:574] : INFO : Epoch 752 | loss: 0.0311846 | val_loss: 0.0311938 | Time: 1636.77 ms [2021-01-16 16:56:38 main:574] : INFO : Epoch 753 | loss: 0.0311856 | val_loss: 0.0311997 | Time: 1647.58 ms [2021-01-16 16:56:39 main:574] : INFO : Epoch 754 | loss: 0.0311858 | val_loss: 0.0311955 | Time: 1645.79 ms [2021-01-16 16:56:41 main:574] : INFO : Epoch 755 | loss: 0.0311867 | val_loss: 0.0311975 | Time: 1646.22 ms [2021-01-16 16:56:43 main:574] : INFO : Epoch 756 | loss: 0.0311855 | val_loss: 0.0311954 | Time: 1622.66 ms [2021-01-16 16:56:44 main:574] : INFO : Epoch 757 | loss: 0.0311854 | val_loss: 0.0311973 | Time: 1636.45 ms [2021-01-16 16:56:46 main:574] : INFO : Epoch 758 | loss: 0.0311863 | val_loss: 0.0312018 | Time: 1644.02 ms [2021-01-16 16:56:48 main:574] : INFO : Epoch 759 | loss: 0.0311884 | val_loss: 0.0311999 | Time: 1641.32 ms [2021-01-16 16:56:49 main:574] : INFO : Epoch 760 | loss: 0.031185 | val_loss: 0.0312028 | Time: 1639.44 ms [2021-01-16 16:56:51 main:574] : INFO : Epoch 761 | loss: 0.0311855 | val_loss: 0.0311999 | Time: 1647.88 ms [2021-01-16 16:56:53 main:574] : INFO : Epoch 762 | loss: 0.031185 | val_loss: 0.0311967 | Time: 1629.51 ms [2021-01-16 16:56:54 main:574] : INFO : Epoch 763 | loss: 0.0311835 | val_loss: 0.0311943 | Time: 1623.45 ms [2021-01-16 16:56:56 main:574] : INFO : Epoch 764 | loss: 0.0311836 | val_loss: 0.0311943 | Time: 1630.44 ms [2021-01-16 16:56:58 main:574] : INFO : Epoch 765 | loss: 0.0311838 | val_loss: 0.0311952 | Time: 1638.06 ms [2021-01-16 16:56:59 main:574] : INFO : Epoch 766 | loss: 0.0311834 | val_loss: 0.0311939 | Time: 1625.53 ms [2021-01-16 16:57:01 main:574] : INFO : Epoch 767 | loss: 0.0311845 | val_loss: 0.0311943 | Time: 1626.69 ms [2021-01-16 16:57:03 main:574] : INFO : Epoch 768 | loss: 0.0311831 | val_loss: 0.0311937 | Time: 1631.57 ms [2021-01-16 16:57:04 main:574] : INFO : Epoch 769 | loss: 0.0311823 | val_loss: 0.0311987 | Time: 1642.75 ms [2021-01-16 16:57:06 main:574] : INFO : Epoch 770 | loss: 0.0311832 | val_loss: 0.0311934 | Time: 1640.4 ms [2021-01-16 16:57:07 main:574] : INFO : Epoch 771 | loss: 0.0311835 | val_loss: 0.0311949 | Time: 1631.19 ms [2021-01-16 16:57:09 main:574] : INFO : Epoch 772 | loss: 0.0311822 | val_loss: 0.0311947 | Time: 1619.14 ms [2021-01-16 16:57:11 main:574] : INFO : Epoch 773 | loss: 0.0311823 | val_loss: 0.0311935 | Time: 1643.85 ms [2021-01-16 16:57:12 main:574] : INFO : Epoch 774 | loss: 0.0311821 | val_loss: 0.0311975 | Time: 1635.78 ms [2021-01-16 16:57:14 main:574] : INFO : Epoch 775 | loss: 0.031183 | val_loss: 0.0311976 | Time: 1628.17 ms [2021-01-16 16:57:16 main:574] : INFO : Epoch 776 | loss: 0.0311831 | val_loss: 0.0311931 | Time: 1632.42 ms [2021-01-16 16:57:17 main:574] : INFO : Epoch 777 | loss: 0.031182 | val_loss: 0.031195 | Time: 1642.07 ms [2021-01-16 16:57:19 main:574] : INFO : Epoch 778 | loss: 0.0311818 | val_loss: 0.0311945 | Time: 1632.2 ms [2021-01-16 16:57:21 main:574] : INFO : Epoch 779 | loss: 0.0311822 | val_loss: 0.031194 | Time: 1642.1 ms [2021-01-16 16:57:22 main:574] : INFO : Epoch 780 | loss: 0.0311833 | val_loss: 0.0311948 | Time: 1633.08 ms [2021-01-16 16:57:24 main:574] : INFO : Epoch 781 | loss: 0.0311817 | val_loss: 0.031193 | Time: 1632.86 ms [2021-01-16 16:57:26 main:574] : INFO : Epoch 782 | loss: 0.0311817 | val_loss: 0.0311961 | Time: 1631.14 ms [2021-01-16 16:57:27 main:574] : INFO : Epoch 783 | loss: 0.0311817 | val_loss: 0.0311935 | Time: 1636 ms [2021-01-16 16:57:29 main:574] : INFO : Epoch 784 | loss: 0.0311826 | val_loss: 0.0311972 | Time: 1617.95 ms [2021-01-16 16:57:30 main:574] : INFO : Epoch 785 | loss: 0.031183 | val_loss: 0.0312083 | Time: 1628.92 ms [2021-01-16 16:57:32 main:574] : INFO : Epoch 786 | loss: 0.0311872 | val_loss: 0.0311941 | Time: 1639.04 ms [2021-01-16 16:57:34 main:574] : INFO : Epoch 787 | loss: 0.0311816 | val_loss: 0.031194 | Time: 1635.07 ms [2021-01-16 16:57:35 main:574] : INFO : Epoch 788 | loss: 0.031181 | val_loss: 0.0311935 | Time: 1642.37 ms [2021-01-16 16:57:37 main:574] : INFO : Epoch 789 | loss: 0.0311811 | val_loss: 0.0311935 | Time: 1632.16 ms [2021-01-16 16:57:39 main:574] : INFO : Epoch 790 | loss: 0.0311821 | val_loss: 0.0311969 | Time: 1632.75 ms [2021-01-16 16:57:40 main:574] : INFO : Epoch 791 | loss: 0.0311824 | val_loss: 0.0311965 | Time: 1633.35 ms [2021-01-16 16:57:42 main:574] : INFO : Epoch 792 | loss: 0.0311831 | val_loss: 0.0312005 | Time: 1642.19 ms [2021-01-16 16:57:44 main:574] : INFO : Epoch 793 | loss: 0.0311832 | val_loss: 0.0311932 | Time: 1643.66 ms [2021-01-16 16:57:45 main:574] : INFO : Epoch 794 | loss: 0.0311812 | val_loss: 0.0311933 | Time: 1648.37 ms [2021-01-16 16:57:47 main:574] : INFO : Epoch 795 | loss: 0.031182 | val_loss: 0.0311925 | Time: 1631.59 ms [2021-01-16 16:57:49 main:574] : INFO : Epoch 796 | loss: 0.0311832 | val_loss: 0.0311946 | Time: 1644.18 ms [2021-01-16 16:57:50 main:574] : INFO : Epoch 797 | loss: 0.0311809 | val_loss: 0.0311936 | Time: 1636.25 ms [2021-01-16 16:57:52 main:574] : INFO : Epoch 798 | loss: 0.0311812 | val_loss: 0.0311939 | Time: 1635.43 ms [2021-01-16 16:57:54 main:574] : INFO : Epoch 799 | loss: 0.031181 | val_loss: 0.0311983 | Time: 1624.56 ms [2021-01-16 16:57:55 main:574] : INFO : Epoch 800 | loss: 0.0311821 | val_loss: 0.0311942 | Time: 1636.25 ms [2021-01-16 16:57:57 main:574] : INFO : Epoch 801 | loss: 0.0311807 | val_loss: 0.0311942 | Time: 1635.56 ms [2021-01-16 16:57:58 main:574] : INFO : Epoch 802 | loss: 0.0311807 | val_loss: 0.0311939 | Time: 1635.57 ms [2021-01-16 16:58:00 main:574] : INFO : Epoch 803 | loss: 0.0311817 | val_loss: 0.0311924 | Time: 1639.26 ms [2021-01-16 16:58:02 main:574] : INFO : Epoch 804 | loss: 0.0311814 | val_loss: 0.0311922 | Time: 1633.9 ms [2021-01-16 16:58:03 main:574] : INFO : Epoch 805 | loss: 0.0311809 | val_loss: 0.0311933 | Time: 1639.45 ms [2021-01-16 16:58:05 main:574] : INFO : Epoch 806 | loss: 0.0311815 | val_loss: 0.0311998 | Time: 1627.46 ms [2021-01-16 16:58:07 main:574] : INFO : Epoch 807 | loss: 0.0311845 | val_loss: 0.0311946 | Time: 1631.41 ms [2021-01-16 16:58:08 main:574] : INFO : Epoch 808 | loss: 0.0311805 | val_loss: 0.0311941 | Time: 1631.58 ms [2021-01-16 16:58:10 main:574] : INFO : Epoch 809 | loss: 0.031182 | val_loss: 0.0311922 | Time: 1636.82 ms [2021-01-16 16:58:12 main:574] : INFO : Epoch 810 | loss: 0.0311807 | val_loss: 0.0311937 | Time: 1638.26 ms [2021-01-16 16:58:13 main:574] : INFO : Epoch 811 | loss: 0.0311809 | val_loss: 0.0311953 | Time: 1630.38 ms [2021-01-16 16:58:15 main:574] : INFO : Epoch 812 | loss: 0.0311804 | val_loss: 0.0311937 | Time: 1632.77 ms [2021-01-16 16:58:17 main:574] : INFO : Epoch 813 | loss: 0.0311807 | val_loss: 0.0311939 | Time: 1639.5 ms [2021-01-16 16:58:18 main:574] : INFO : Epoch 814 | loss: 0.03118 | val_loss: 0.0311939 | Time: 1642.15 ms [2021-01-16 16:58:20 main:574] : INFO : Epoch 815 | loss: 0.0311798 | val_loss: 0.0311947 | Time: 1627.58 ms [2021-01-16 16:58:22 main:574] : INFO : Epoch 816 | loss: 0.0311811 | val_loss: 0.0311936 | Time: 1631.36 ms [2021-01-16 16:58:23 main:574] : INFO : Epoch 817 | loss: 0.031182 | val_loss: 0.0311967 | Time: 1650.37 ms [2021-01-16 16:58:25 main:574] : INFO : Epoch 818 | loss: 0.031181 | val_loss: 0.031198 | Time: 1642.83 ms [2021-01-16 16:58:27 main:574] : INFO : Epoch 819 | loss: 0.0311825 | val_loss: 0.0311964 | Time: 1679.52 ms [2021-01-16 16:58:28 main:574] : INFO : Epoch 820 | loss: 0.0311828 | val_loss: 0.031193 | Time: 1645.59 ms [2021-01-16 16:58:30 main:574] : INFO : Epoch 821 | loss: 0.0311812 | val_loss: 0.0311938 | Time: 1641.73 ms [2021-01-16 16:58:31 main:574] : INFO : Epoch 822 | loss: 0.0311824 | val_loss: 0.0311926 | Time: 1654.72 ms [2021-01-16 16:58:33 main:574] : INFO : Epoch 823 | loss: 0.0311832 | val_loss: 0.0311939 | Time: 1661.01 ms [2021-01-16 16:58:35 main:574] : INFO : Epoch 824 | loss: 0.0311811 | val_loss: 0.031194 | Time: 1643.89 ms [2021-01-16 16:58:36 main:574] : INFO : Epoch 825 | loss: 0.031181 | val_loss: 0.0311941 | Time: 1636.2 ms [2021-01-16 16:58:38 main:574] : INFO : Epoch 826 | loss: 0.0311809 | val_loss: 0.0311931 | Time: 1636.57 ms [2021-01-16 16:58:40 main:574] : INFO : Epoch 827 | loss: 0.0311819 | val_loss: 0.0311941 | Time: 1632.47 ms [2021-01-16 16:58:41 main:574] : INFO : Epoch 828 | loss: 0.0311805 | val_loss: 0.0311934 | Time: 1640.76 ms [2021-01-16 16:58:43 main:574] : INFO : Epoch 829 | loss: 0.0311806 | val_loss: 0.0311933 | Time: 1621.16 ms [2021-01-16 16:58:45 main:574] : INFO : Epoch 830 | loss: 0.0311811 | val_loss: 0.0311945 | Time: 1640.19 ms [2021-01-16 16:58:46 main:574] : INFO : Epoch 831 | loss: 0.0311814 | val_loss: 0.0311931 | Time: 1636.61 ms [2021-01-16 16:58:48 main:574] : INFO : Epoch 832 | loss: 0.0311826 | val_loss: 0.0311993 | Time: 1640.4 ms [2021-01-16 16:58:50 main:574] : INFO : Epoch 833 | loss: 0.0311829 | val_loss: 0.0311926 | Time: 1627.67 ms [2021-01-16 16:58:51 main:574] : INFO : Epoch 834 | loss: 0.0311827 | val_loss: 0.0311947 | Time: 1642.44 ms [2021-01-16 16:58:53 main:574] : INFO : Epoch 835 | loss: 0.0311818 | val_loss: 0.0311925 | Time: 1627.22 ms [2021-01-16 16:58:55 main:574] : INFO : Epoch 836 | loss: 0.0311813 | val_loss: 0.0311918 | Time: 1638.02 ms [2021-01-16 16:58:56 main:574] : INFO : Epoch 837 | loss: 0.0311813 | val_loss: 0.0311918 | Time: 1657.6 ms [2021-01-16 16:58:58 main:574] : INFO : Epoch 838 | loss: 0.0311832 | val_loss: 0.0311964 | Time: 1643.21 ms [2021-01-16 16:59:00 main:574] : INFO : Epoch 839 | loss: 0.0311854 | val_loss: 0.0311924 | Time: 1644.28 ms [2021-01-16 16:59:01 main:574] : INFO : Epoch 840 | loss: 0.0311815 | val_loss: 0.0311904 | Time: 1628.47 ms [2021-01-16 16:59:03 main:574] : INFO : Epoch 841 | loss: 0.0311816 | val_loss: 0.031191 | Time: 1634.2 ms [2021-01-16 16:59:04 main:574] : INFO : Epoch 842 | loss: 0.0311829 | val_loss: 0.0311919 | Time: 1641.6 ms [2021-01-16 16:59:06 main:574] : INFO : Epoch 843 | loss: 0.031183 | val_loss: 0.0311931 | Time: 1644.75 ms [2021-01-16 16:59:08 main:574] : INFO : Epoch 844 | loss: 0.0311827 | val_loss: 0.0311907 | Time: 1647.08 ms [2021-01-16 16:59:09 main:574] : INFO : Epoch 845 | loss: 0.0311817 | val_loss: 0.0311932 | Time: 1634.88 ms [2021-01-16 16:59:11 main:574] : INFO : Epoch 846 | loss: 0.0311815 | val_loss: 0.0311933 | Time: 1640.12 ms [2021-01-16 16:59:13 main:574] : INFO : Epoch 847 | loss: 0.0311815 | val_loss: 0.0311929 | Time: 1632.88 ms [2021-01-16 16:59:14 main:574] : INFO : Epoch 848 | loss: 0.0311819 | val_loss: 0.0311923 | Time: 1647.27 ms [2021-01-16 16:59:16 main:574] : INFO : Epoch 849 | loss: 0.0311809 | val_loss: 0.0311909 | Time: 1642.82 ms [2021-01-16 16:59:18 main:574] : INFO : Epoch 850 | loss: 0.0311801 | val_loss: 0.0311917 | Time: 1651.55 ms [2021-01-16 16:59:19 main:574] : INFO : Epoch 851 | loss: 0.0311804 | val_loss: 0.0311917 | Time: 1654.88 ms [2021-01-16 16:59:21 main:574] : INFO : Epoch 852 | loss: 0.0311797 | val_loss: 0.0311923 | Time: 1658.32 ms [2021-01-16 16:59:23 main:574] : INFO : Epoch 853 | loss: 0.0311802 | val_loss: 0.0311938 | Time: 1648.77 ms [2021-01-16 16:59:24 main:574] : INFO : Epoch 854 | loss: 0.0311799 | val_loss: 0.0311929 | Time: 1642.15 ms [2021-01-16 16:59:26 main:574] : INFO : Epoch 855 | loss: 0.0311838 | val_loss: 0.0311938 | Time: 1662.94 ms [2021-01-16 16:59:28 main:574] : INFO : Epoch 856 | loss: 0.0311841 | val_loss: 0.0311935 | Time: 1639.41 ms [2021-01-16 16:59:29 main:574] : INFO : Epoch 857 | loss: 0.0311826 | val_loss: 0.0311932 | Time: 1635.4 ms [2021-01-16 16:59:31 main:574] : INFO : Epoch 858 | loss: 0.0311804 | val_loss: 0.0311923 | Time: 1617.57 ms [2021-01-16 16:59:33 main:574] : INFO : Epoch 859 | loss: 0.0311799 | val_loss: 0.0311911 | Time: 1634.26 ms [2021-01-16 16:59:34 main:574] : INFO : Epoch 860 | loss: 0.0311807 | val_loss: 0.0311922 | Time: 1651.1 ms [2021-01-16 16:59:36 main:574] : INFO : Epoch 861 | loss: 0.0311839 | val_loss: 0.0311914 | Time: 1661.17 ms [2021-01-16 16:59:38 main:574] : INFO : Epoch 862 | loss: 0.0311826 | val_loss: 0.0311914 | Time: 1631.84 ms [2021-01-16 16:59:39 main:574] : INFO : Epoch 863 | loss: 0.0311822 | val_loss: 0.0311917 | Time: 1634.44 ms [2021-01-16 16:59:41 main:574] : INFO : Epoch 864 | loss: 0.0311813 | val_loss: 0.0311924 | Time: 1638.54 ms [2021-01-16 16:59:43 main:574] : INFO : Epoch 865 | loss: 0.0311807 | val_loss: 0.0311899 | Time: 1677.61 ms [2021-01-16 16:59:44 main:574] : INFO : Epoch 866 | loss: 0.0311821 | val_loss: 0.0311915 | Time: 1684.53 ms [2021-01-16 16:59:46 main:574] : INFO : Epoch 867 | loss: 0.0311806 | val_loss: 0.0311904 | Time: 1638.09 ms [2021-01-16 16:59:48 main:574] : INFO : Epoch 868 | loss: 0.0311802 | val_loss: 0.0311911 | Time: 1657.14 ms [2021-01-16 16:59:49 main:574] : INFO : Epoch 869 | loss: 0.031181 | val_loss: 0.0311918 | Time: 1623.82 ms [2021-01-16 16:59:51 main:574] : INFO : Epoch 870 | loss: 0.0311829 | val_loss: 0.0311909 | Time: 1640.12 ms [2021-01-16 16:59:52 main:574] : INFO : Epoch 871 | loss: 0.0311808 | val_loss: 0.0311913 | Time: 1647.3 ms [2021-01-16 16:59:54 main:574] : INFO : Epoch 872 | loss: 0.0311819 | val_loss: 0.0311898 | Time: 1684.4 ms [2021-01-16 16:59:56 main:574] : INFO : Epoch 873 | loss: 0.0311806 | val_loss: 0.031192 | Time: 1646.29 ms [2021-01-16 16:59:57 main:574] : INFO : Epoch 874 | loss: 0.0311826 | val_loss: 0.0311915 | Time: 1662.19 ms [2021-01-16 16:59:59 main:574] : INFO : Epoch 875 | loss: 0.0311835 | val_loss: 0.0311912 | Time: 1720.7 ms [2021-01-16 17:00:01 main:574] : INFO : Epoch 876 | loss: 0.0311816 | val_loss: 0.0311916 | Time: 1691.27 ms [2021-01-16 17:00:03 main:574] : INFO : Epoch 877 | loss: 0.0311813 | val_loss: 0.0311919 | Time: 1644.98 ms [2021-01-16 17:00:04 main:574] : INFO : Epoch 878 | loss: 0.0311816 | val_loss: 0.0311916 | Time: 1691.98 ms [2021-01-16 17:00:06 main:574] : INFO : Epoch 879 | loss: 0.0311793 | val_loss: 0.0311922 | Time: 1635.91 ms [2021-01-16 17:00:08 main:574] : INFO : Epoch 880 | loss: 0.0311796 | val_loss: 0.0311929 | Time: 1628.31 ms [2021-01-16 17:00:09 main:574] : INFO : Epoch 881 | loss: 0.0311791 | val_loss: 0.0311923 | Time: 1642.18 ms [2021-01-16 17:00:11 main:574] : INFO : Epoch 882 | loss: 0.0311796 | val_loss: 0.0311932 | Time: 1636.71 ms [2021-01-16 17:00:12 main:574] : INFO : Epoch 883 | loss: 0.0311806 | val_loss: 0.0311941 | Time: 1613.34 ms [2021-01-16 17:00:14 main:574] : INFO : Epoch 884 | loss: 0.0311824 | val_loss: 0.0311922 | Time: 1623.62 ms [2021-01-16 17:00:16 main:574] : INFO : Epoch 885 | loss: 0.0311808 | val_loss: 0.0311928 | Time: 1654.63 ms [2021-01-16 17:00:17 main:574] : INFO : Epoch 886 | loss: 0.03118 | val_loss: 0.0311921 | Time: 1646.44 ms [2021-01-16 17:00:19 main:574] : INFO : Epoch 887 | loss: 0.0311825 | val_loss: 0.031199 | Time: 1628.9 ms [2021-01-16 17:00:21 main:574] : INFO : Epoch 888 | loss: 0.031182 | val_loss: 0.0311929 | Time: 1631.26 ms [2021-01-16 17:00:22 main:574] : INFO : Epoch 889 | loss: 0.0311796 | val_loss: 0.0311919 | Time: 1630.5 ms [2021-01-16 17:00:24 main:574] : INFO : Epoch 890 | loss: 0.0311786 | val_loss: 0.0311938 | Time: 1638.59 ms [2021-01-16 17:00:26 main:574] : INFO : Epoch 891 | loss: 0.0311797 | val_loss: 0.0311921 | Time: 1661.37 ms [2021-01-16 17:00:28 main:574] : INFO : Epoch 892 | loss: 0.031181 | val_loss: 0.031192 | Time: 2196.8 ms [2021-01-16 17:00:30 main:574] : INFO : Epoch 893 | loss: 0.0311789 | val_loss: 0.0311929 | Time: 1811.04 ms [2021-01-16 17:00:31 main:574] : INFO : Epoch 894 | loss: 0.03118 | val_loss: 0.031192 | Time: 1722.39 ms [2021-01-16 17:00:33 main:574] : INFO : Epoch 895 | loss: 0.0311784 | val_loss: 0.031193 | Time: 1664 ms [2021-01-16 17:00:35 main:574] : INFO : Epoch 896 | loss: 0.0311792 | val_loss: 0.0311911 | Time: 1669.79 ms [2021-01-16 17:00:37 main:574] : INFO : Epoch 897 | loss: 0.031179 | val_loss: 0.0311927 | Time: 1828.73 ms [2021-01-16 17:00:38 main:574] : INFO : Epoch 898 | loss: 0.0311788 | val_loss: 0.0311912 | Time: 1787.26 ms [2021-01-16 17:00:40 main:574] : INFO : Epoch 899 | loss: 0.0311801 | val_loss: 0.0311933 | Time: 1682.77 ms [2021-01-16 17:00:42 main:574] : INFO : Epoch 900 | loss: 0.0311791 | val_loss: 0.0311914 | Time: 1729.38 ms [2021-01-16 17:00:44 main:574] : INFO : Epoch 901 | loss: 0.0311799 | val_loss: 0.0311909 | Time: 1672.5 ms [2021-01-16 17:00:45 main:574] : INFO : Epoch 902 | loss: 0.0311802 | val_loss: 0.0311956 | Time: 1760.83 ms [2021-01-16 17:00:47 main:574] : INFO : Epoch 903 | loss: 0.0311822 | val_loss: 0.0311909 | Time: 1651.24 ms [2021-01-16 17:00:49 main:574] : INFO : Epoch 904 | loss: 0.0311793 | val_loss: 0.0311928 | Time: 1636.88 ms [2021-01-16 17:00:50 main:574] : INFO : Epoch 905 | loss: 0.031179 | val_loss: 0.0311915 | Time: 1628.91 ms [2021-01-16 17:00:52 main:574] : INFO : Epoch 906 | loss: 0.0311791 | val_loss: 0.0311949 | Time: 1634.37 ms [2021-01-16 17:00:54 main:574] : INFO : Epoch 907 | loss: 0.0311792 | val_loss: 0.0311911 | Time: 1640.01 ms [2021-01-16 17:00:55 main:574] : INFO : Epoch 908 | loss: 0.0311807 | val_loss: 0.0311937 | Time: 1629.32 ms [2021-01-16 17:00:57 main:574] : INFO : Epoch 909 | loss: 0.0311799 | val_loss: 0.0311944 | Time: 1643.85 ms [2021-01-16 17:00:58 main:574] : INFO : Epoch 910 | loss: 0.0311807 | val_loss: 0.0311944 | Time: 1623.75 ms [2021-01-16 17:01:00 main:574] : INFO : Epoch 911 | loss: 0.0311796 | val_loss: 0.0311922 | Time: 1639 ms [2021-01-16 17:01:02 main:574] : INFO : Epoch 912 | loss: 0.0311804 | val_loss: 0.0311924 | Time: 1638.67 ms [2021-01-16 17:01:03 main:574] : INFO : Epoch 913 | loss: 0.03118 | val_loss: 0.0311914 | Time: 1621.71 ms [2021-01-16 17:01:05 main:574] : INFO : Epoch 914 | loss: 0.0311844 | val_loss: 0.0311951 | Time: 1703.16 ms [2021-01-16 17:01:07 main:574] : INFO : Epoch 915 | loss: 0.0311807 | val_loss: 0.0311939 | Time: 1639.8 ms [2021-01-16 17:01:08 main:574] : INFO : Epoch 916 | loss: 0.0311801 | val_loss: 0.0311907 | Time: 1628.36 ms [2021-01-16 17:01:10 main:574] : INFO : Epoch 917 | loss: 0.0311823 | val_loss: 0.0311902 | Time: 1625.15 ms [2021-01-16 17:01:12 main:574] : INFO : Epoch 918 | loss: 0.0311841 | val_loss: 0.0311918 | Time: 1624.88 ms [2021-01-16 17:01:13 main:574] : INFO : Epoch 919 | loss: 0.0311841 | val_loss: 0.0311919 | Time: 1627.6 ms [2021-01-16 17:01:15 main:574] : INFO : Epoch 920 | loss: 0.0311857 | val_loss: 0.0311914 | Time: 1687.42 ms [2021-01-16 17:01:17 main:574] : INFO : Epoch 921 | loss: 0.0311832 | val_loss: 0.0311907 | Time: 2029.38 ms [2021-01-16 17:01:19 main:574] : INFO : Epoch 922 | loss: 0.0311831 | val_loss: 0.0311933 | Time: 1786.51 ms [2021-01-16 17:01:21 main:574] : INFO : Epoch 923 | loss: 0.031188 | val_loss: 0.0311928 | Time: 1736.21 ms [2021-01-16 17:01:22 main:574] : INFO : Epoch 924 | loss: 0.0311849 | val_loss: 0.0311892 | Time: 1666.9 ms [2021-01-16 17:01:24 main:574] : INFO : Epoch 925 | loss: 0.0311834 | val_loss: 0.03119 | Time: 1645.89 ms [2021-01-16 17:01:26 main:574] : INFO : Epoch 926 | loss: 0.0311842 | val_loss: 0.0311898 | Time: 1645.37 ms [2021-01-16 17:01:27 main:574] : INFO : Epoch 927 | loss: 0.0311827 | val_loss: 0.0311889 | Time: 1638.05 ms [2021-01-16 17:01:29 main:574] : INFO : Epoch 928 | loss: 0.031183 | val_loss: 0.0311897 | Time: 1657.87 ms [2021-01-16 17:01:31 main:574] : INFO : Epoch 929 | loss: 0.0311824 | val_loss: 0.0311884 | Time: 1652.69 ms [2021-01-16 17:01:32 main:574] : INFO : Epoch 930 | loss: 0.0311827 | val_loss: 0.0311886 | Time: 1639.63 ms [2021-01-16 17:01:34 main:574] : INFO : Epoch 931 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 1643.17 ms [2021-01-16 17:01:36 main:574] : INFO : Epoch 932 | loss: 0.0311823 | val_loss: 0.0311926 | Time: 1630.38 ms [2021-01-16 17:01:37 main:574] : INFO : Epoch 933 | loss: 0.0311835 | val_loss: 0.031191 | Time: 1624.43 ms [2021-01-16 17:01:39 main:574] : INFO : Epoch 934 | loss: 0.0311819 | val_loss: 0.0311898 | Time: 1642.26 ms [2021-01-16 17:01:40 main:574] : INFO : Epoch 935 | loss: 0.0311823 | val_loss: 0.0311893 | Time: 1640.33 ms [2021-01-16 17:01:42 main:574] : INFO : Epoch 936 | loss: 0.031183 | val_loss: 0.03119 | Time: 1629.65 ms [2021-01-16 17:01:44 main:574] : INFO : Epoch 937 | loss: 0.0311809 | val_loss: 0.0311913 | Time: 1678.99 ms [2021-01-16 17:01:45 main:574] : INFO : Epoch 938 | loss: 0.031181 | val_loss: 0.031189 | Time: 1688.35 ms [2021-01-16 17:01:47 main:574] : INFO : Epoch 939 | loss: 0.0311797 | val_loss: 0.0311898 | Time: 1648.12 ms [2021-01-16 17:01:49 main:574] : INFO : Epoch 940 | loss: 0.0311793 | val_loss: 0.0311887 | Time: 1628.89 ms [2021-01-16 17:01:50 main:574] : INFO : Epoch 941 | loss: 0.0311797 | val_loss: 0.0311896 | Time: 1643.56 ms [2021-01-16 17:01:52 main:574] : INFO : Epoch 942 | loss: 0.0311796 | val_loss: 0.0311904 | Time: 1649.39 ms [2021-01-16 17:01:54 main:574] : INFO : Epoch 943 | loss: 0.0311804 | val_loss: 0.03119 | Time: 1646.62 ms [2021-01-16 17:01:55 main:574] : INFO : Epoch 944 | loss: 0.0311828 | val_loss: 0.0311891 | Time: 1638.29 ms [2021-01-16 17:01:57 main:574] : INFO : Epoch 945 | loss: 0.03118 | val_loss: 0.0311896 | Time: 1640.24 ms [2021-01-16 17:01:59 main:574] : INFO : Epoch 946 | loss: 0.0311802 | val_loss: 0.0311981 | Time: 1645.04 ms [2021-01-16 17:02:00 main:574] : INFO : Epoch 947 | loss: 0.031181 | val_loss: 0.0311911 | Time: 1632.05 ms [2021-01-16 17:02:02 main:574] : INFO : Epoch 948 | loss: 0.0311815 | val_loss: 0.0311902 | Time: 1662.48 ms [2021-01-16 17:02:04 main:574] : INFO : Epoch 949 | loss: 0.0311796 | val_loss: 0.0311894 | Time: 1626.59 ms [2021-01-16 17:02:05 main:574] : INFO : Epoch 950 | loss: 0.0311795 | val_loss: 0.0311927 | Time: 1643.24 ms [2021-01-16 17:02:07 main:574] : INFO : Epoch 951 | loss: 0.0311811 | val_loss: 0.0311895 | Time: 1633.25 ms [2021-01-16 17:02:09 main:574] : INFO : Epoch 952 | loss: 0.03118 | val_loss: 0.0311904 | Time: 1631.76 ms [2021-01-16 17:02:10 main:574] : INFO : Epoch 953 | loss: 0.0311812 | val_loss: 0.0311923 | Time: 1662.98 ms [2021-01-16 17:02:12 main:574] : INFO : Epoch 954 | loss: 0.031183 | val_loss: 0.0311924 | Time: 1636.71 ms [2021-01-16 17:02:14 main:574] : INFO : Epoch 955 | loss: 0.0311832 | val_loss: 0.0311914 | Time: 1634.96 ms [2021-01-16 17:02:15 main:574] : INFO : Epoch 956 | loss: 0.0311802 | val_loss: 0.0311908 | Time: 1682.8 ms [2021-01-16 17:02:17 main:574] : INFO : Epoch 957 | loss: 0.0311797 | val_loss: 0.0311909 | Time: 1727.98 ms [2021-01-16 17:02:19 main:574] : INFO : Epoch 958 | loss: 0.0311793 | val_loss: 0.0311889 | Time: 1676.38 ms [2021-01-16 17:02:20 main:574] : INFO : Epoch 959 | loss: 0.0311795 | val_loss: 0.0311908 | Time: 1651.6 ms [2021-01-16 17:02:22 main:574] : INFO : Epoch 960 | loss: 0.0311783 | val_loss: 0.0311884 | Time: 1630.77 ms [2021-01-16 17:02:24 main:574] : INFO : Epoch 961 | loss: 0.0311798 | val_loss: 0.0311884 | Time: 1667.62 ms [2021-01-16 17:02:25 main:574] : INFO : Epoch 962 | loss: 0.0311784 | val_loss: 0.0311905 | Time: 1643.87 ms [2021-01-16 17:02:27 main:574] : INFO : Epoch 963 | loss: 0.0311784 | val_loss: 0.0311887 | Time: 1637.44 ms [2021-01-16 17:02:29 main:574] : INFO : Epoch 964 | loss: 0.0311785 | val_loss: 0.0311894 | Time: 1647.25 ms [2021-01-16 17:02:30 main:574] : INFO : Epoch 965 | loss: 0.0311789 | val_loss: 0.031189 | Time: 1628.7 ms [2021-01-16 17:02:32 main:574] : INFO : Epoch 966 | loss: 0.0311794 | val_loss: 0.0311897 | Time: 1630.01 ms [2021-01-16 17:02:34 main:574] : INFO : Epoch 967 | loss: 0.0311786 | val_loss: 0.0311911 | Time: 1698.44 ms [2021-01-16 17:02:35 main:574] : INFO : Epoch 968 | loss: 0.0311793 | val_loss: 0.0311889 | Time: 1640.23 ms [2021-01-16 17:02:37 main:574] : INFO : Epoch 969 | loss: 0.0311805 | val_loss: 0.031189 | Time: 1720.25 ms [2021-01-16 17:02:39 main:574] : INFO : Epoch 970 | loss: 0.0311806 | val_loss: 0.0311906 | Time: 1724.55 ms [2021-01-16 17:02:40 main:574] : INFO : Epoch 971 | loss: 0.0311791 | val_loss: 0.0311899 | Time: 1646.22 ms [2021-01-16 17:02:42 main:574] : INFO : Epoch 972 | loss: 0.0311784 | val_loss: 0.0311895 | Time: 1651.98 ms [2021-01-16 17:02:44 main:574] : INFO : Epoch 973 | loss: 0.0311784 | val_loss: 0.0311906 | Time: 1621.81 ms [2021-01-16 17:02:45 main:574] : INFO : Epoch 974 | loss: 0.0311796 | val_loss: 0.031188 | Time: 1621.36 ms [2021-01-16 17:02:47 main:574] : INFO : Epoch 975 | loss: 0.0311794 | val_loss: 0.0311904 | Time: 1690.83 ms [2021-01-16 17:02:49 main:574] : INFO : Epoch 976 | loss: 0.0311785 | val_loss: 0.0311889 | Time: 1651.51 ms [2021-01-16 17:02:50 main:574] : INFO : Epoch 977 | loss: 0.0311786 | val_loss: 0.0311886 | Time: 1630.15 ms [2021-01-16 17:02:52 main:574] : INFO : Epoch 978 | loss: 0.0311787 | val_loss: 0.0311904 | Time: 1633.11 ms [2021-01-16 17:02:54 main:574] : INFO : Epoch 979 | loss: 0.0311807 | val_loss: 0.0311943 | Time: 1626.02 ms [2021-01-16 17:02:55 main:574] : INFO : Epoch 980 | loss: 0.0311818 | val_loss: 0.0311923 | Time: 1633.29 ms [2021-01-16 17:02:57 main:574] : INFO : Epoch 981 | loss: 0.03118 | val_loss: 0.0311913 | Time: 1638.42 ms [2021-01-16 17:02:59 main:574] : INFO : Epoch 982 | loss: 0.03118 | val_loss: 0.0311892 | Time: 1636.13 ms [2021-01-16 17:03:00 main:574] : INFO : Epoch 983 | loss: 0.0311792 | val_loss: 0.0311931 | Time: 1645.79 ms [2021-01-16 17:03:02 main:574] : INFO : Epoch 984 | loss: 0.0311792 | val_loss: 0.0311899 | Time: 1628.93 ms [2021-01-16 17:03:04 main:574] : INFO : Epoch 985 | loss: 0.0311771 | val_loss: 0.0311899 | Time: 1647.53 ms [2021-01-16 17:03:05 main:574] : INFO : Epoch 986 | loss: 0.031178 | val_loss: 0.03119 | Time: 1626.7 ms [2021-01-16 17:03:07 main:574] : INFO : Epoch 987 | loss: 0.0311781 | val_loss: 0.031194 | Time: 1620.02 ms [2021-01-16 17:03:09 main:574] : INFO : Epoch 988 | loss: 0.0311791 | val_loss: 0.0311906 | Time: 1628.09 ms [2021-01-16 17:03:10 main:574] : INFO : Epoch 989 | loss: 0.0311782 | val_loss: 0.0311904 | Time: 1611.43 ms [2021-01-16 17:03:12 main:574] : INFO : Epoch 990 | loss: 0.0311802 | val_loss: 0.0311898 | Time: 1642.52 ms [2021-01-16 17:03:14 main:574] : INFO : Epoch 991 | loss: 0.0311787 | val_loss: 0.0311896 | Time: 1636.11 ms [2021-01-16 17:03:15 main:574] : INFO : Epoch 992 | loss: 0.0311783 | val_loss: 0.0311893 | Time: 1631.27 ms [2021-01-16 17:03:17 main:574] : INFO : Epoch 993 | loss: 0.031181 | val_loss: 0.0311903 | Time: 1630.92 ms [2021-01-16 17:03:19 main:574] : INFO : Epoch 994 | loss: 0.03118 | val_loss: 0.0311908 | Time: 1630.02 ms [2021-01-16 17:03:20 main:574] : INFO : Epoch 995 | loss: 0.0311783 | val_loss: 0.0311908 | Time: 1647.49 ms [2021-01-16 17:03:22 main:574] : INFO : Epoch 996 | loss: 0.0311784 | val_loss: 0.0311905 | Time: 1641.2 ms [2021-01-16 17:03:24 main:574] : INFO : Epoch 997 | loss: 0.0311782 | val_loss: 0.0311905 | Time: 1631.89 ms [2021-01-16 17:03:25 main:574] : INFO : Epoch 998 | loss: 0.0311778 | val_loss: 0.0311923 | Time: 1617.07 ms [2021-01-16 17:03:27 main:574] : INFO : Epoch 999 | loss: 0.0311778 | val_loss: 0.0311907 | Time: 1639.53 ms [2021-01-16 17:03:29 main:574] : INFO : Epoch 1000 | loss: 0.0311786 | val_loss: 0.0311948 | Time: 1747.75 ms [2021-01-16 17:03:30 main:574] : INFO : Epoch 1001 | loss: 0.0311798 | val_loss: 0.0311962 | Time: 1682.42 ms [2021-01-16 17:03:32 main:574] : INFO : Epoch 1002 | loss: 0.0311805 | val_loss: 0.0311887 | Time: 1646.06 ms [2021-01-16 17:03:34 main:574] : INFO : Epoch 1003 | loss: 0.0311784 | val_loss: 0.0311897 | Time: 1645.26 ms [2021-01-16 17:03:35 main:574] : INFO : Epoch 1004 | loss: 0.0311779 | val_loss: 0.0311907 | Time: 1633.05 ms [2021-01-16 17:03:37 main:574] : INFO : Epoch 1005 | loss: 0.0311796 | val_loss: 0.0311933 | Time: 1716.59 ms [2021-01-16 17:03:39 main:574] : INFO : Epoch 1006 | loss: 0.0311803 | val_loss: 0.0311903 | Time: 1616.39 ms [2021-01-16 17:03:40 main:574] : INFO : Epoch 1007 | loss: 0.0311798 | val_loss: 0.0311899 | Time: 1629.58 ms [2021-01-16 17:03:42 main:574] : INFO : Epoch 1008 | loss: 0.0311815 | val_loss: 0.0311894 | Time: 1636.62 ms [2021-01-16 17:03:43 main:574] : INFO : Epoch 1009 | loss: 0.0311803 | val_loss: 0.031193 | Time: 1634.03 ms [2021-01-16 17:03:45 main:574] : INFO : Epoch 1010 | loss: 0.03118 | val_loss: 0.03119 | Time: 1738.59 ms [2021-01-16 17:03:47 main:574] : INFO : Epoch 1011 | loss: 0.0311802 | val_loss: 0.031192 | Time: 1976.73 ms [2021-01-16 17:03:49 main:574] : INFO : Epoch 1012 | loss: 0.0311785 | val_loss: 0.0311945 | Time: 1784.02 ms [2021-01-16 17:03:51 main:574] : INFO : Epoch 1013 | loss: 0.0311803 | val_loss: 0.0311931 | Time: 1702.54 ms [2021-01-16 17:03:52 main:574] : INFO : Epoch 1014 | loss: 0.0311789 | val_loss: 0.0311902 | Time: 1632.88 ms [2021-01-16 17:03:54 main:574] : INFO : Epoch 1015 | loss: 0.0311787 | val_loss: 0.0311894 | Time: 1694.39 ms [2021-01-16 17:03:56 main:574] : INFO : Epoch 1016 | loss: 0.031178 | val_loss: 0.0311929 | Time: 1657.31 ms [2021-01-16 17:03:57 main:574] : INFO : Epoch 1017 | loss: 0.0311782 | val_loss: 0.0311904 | Time: 1666.48 ms [2021-01-16 17:03:59 main:574] : INFO : Epoch 1018 | loss: 0.0311776 | val_loss: 0.0311893 | Time: 1656.25 ms [2021-01-16 17:04:01 main:574] : INFO : Epoch 1019 | loss: 0.0311782 | val_loss: 0.0311896 | Time: 1649.94 ms [2021-01-16 17:04:02 main:574] : INFO : Epoch 1020 | loss: 0.031177 | val_loss: 0.0311895 | Time: 1633.48 ms [2021-01-16 17:04:04 main:574] : INFO : Epoch 1021 | loss: 0.0311777 | val_loss: 0.0311916 | Time: 1660.6 ms [2021-01-16 17:04:06 main:574] : INFO : Epoch 1022 | loss: 0.0311785 | val_loss: 0.0311903 | Time: 1621.45 ms [2021-01-16 17:04:07 main:574] : INFO : Epoch 1023 | loss: 0.0311772 | val_loss: 0.0311901 | Time: 1672.5 ms [2021-01-16 17:04:09 main:574] : INFO : Epoch 1024 | loss: 0.0311776 | val_loss: 0.0311893 | Time: 1599.35 ms [2021-01-16 17:04:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311893 [2021-01-16 17:04:09 main:603] : INFO : Saving end state to config to file [2021-01-16 17:04:09 main:608] : INFO : Success, exiting.. 17:04:09 (1848): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)